Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 4484 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.4 MiB |
| Average record size in memory | 569.3 B |
Variable types
| Text | 4 |
|---|---|
| Numeric | 13 |
| Categorical | 3 |
52 Weeks High is highly overall correlated with 52 Weeks Low and 6 other fields | High correlation |
52 Weeks Low is highly overall correlated with 52 Weeks High and 6 other fields | High correlation |
Currency is highly overall correlated with EPS Annual | High correlation |
EPS Annual is highly overall correlated with 52 Weeks High and 7 other fields | High correlation |
Market Cap (in M) is highly overall correlated with 52 Weeks High and 10 other fields | High correlation |
Performance (52 weeks) is highly overall correlated with Market Cap (in M) and 1 other fields | High correlation |
Price is highly overall correlated with 52 Weeks High and 7 other fields | High correlation |
Price 52 Weeks Ago is highly overall correlated with 52 Weeks High and 6 other fields | High correlation |
ROI Annual is highly overall correlated with 52 Weeks High and 6 other fields | High correlation |
Résultat net is highly overall correlated with 52 Weeks High and 6 other fields | High correlation |
Total assets is highly overall correlated with Market Cap (in M) and 2 other fields | High correlation |
Volume 1 month is highly overall correlated with Market Cap (in M) and 2 other fields | High correlation |
Volume 52 weeks is highly overall correlated with Market Cap (in M) and 2 other fields | High correlation |
Currency is highly imbalanced (92.2%) | Imbalance |
Price is highly skewed (γ1 = 26.65821918) | Skewed |
Market Cap (in M) is highly skewed (γ1 = 24.19578148) | Skewed |
Volume 52 weeks is highly skewed (γ1 = 42.92841481) | Skewed |
Volume 1 month is highly skewed (γ1 = 27.43232027) | Skewed |
52 Weeks High is highly skewed (γ1 = 33.85126792) | Skewed |
52 Weeks Low is highly skewed (γ1 = 22.9559375) | Skewed |
Price 52 Weeks Ago is highly skewed (γ1 = 33.57671223) | Skewed |
EPS Annual is highly skewed (γ1 = 47.96902073) | Skewed |
ROI Annual is highly skewed (γ1 = -51.21208072) | Skewed |
Symbol has unique values | Unique |
Company Name has unique values | Unique |
Market Cap (in M) has unique values | Unique |
Beta has unique values | Unique |
Reproduction
| Analysis started | 2024-08-12 18:43:11.074302 |
|---|---|
| Analysis finished | 2024-08-12 18:43:28.213421 |
| Duration | 17.14 seconds |
| Software version | ydata-profiling vv4.9.0 |
| Download configuration | config.json |
Symbol
Text
UNIQUE
| Distinct | 4484 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 265.6 KiB |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 3.6291258 |
| Min length | 1 |
Characters and Unicode
| Total characters | 16273 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 4484 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | TRNS |
|---|---|
| 2nd row | ACRV |
| 3rd row | COLM |
| 4th row | MOVE |
| 5th row | HCKT |
| Value | Count | Frequency (%) |
| trns | 1 | < 0.1% |
| itri | 1 | < 0.1% |
| move | 1 | < 0.1% |
| hckt | 1 | < 0.1% |
| hcwb | 1 | < 0.1% |
| meip | 1 | < 0.1% |
| lfus | 1 | < 0.1% |
| govx | 1 | < 0.1% |
| cndt | 1 | < 0.1% |
| hqy | 1 | < 0.1% |
| Other values (4474) | 4474 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 1166 | 7.2% |
| C | 1150 | 7.1% |
| T | 1098 | 6.7% |
| S | 1082 | 6.6% |
| R | 1073 | 6.6% |
| N | 941 | 5.8% |
| L | 836 | 5.1% |
| I | 827 | 5.1% |
| M | 743 | 4.6% |
| E | 741 | 4.6% |
| Other values (16) | 6616 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 16273 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 1166 | 7.2% |
| C | 1150 | 7.1% |
| T | 1098 | 6.7% |
| S | 1082 | 6.6% |
| R | 1073 | 6.6% |
| N | 941 | 5.8% |
| L | 836 | 5.1% |
| I | 827 | 5.1% |
| M | 743 | 4.6% |
| E | 741 | 4.6% |
| Other values (16) | 6616 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 16273 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 1166 | 7.2% |
| C | 1150 | 7.1% |
| T | 1098 | 6.7% |
| S | 1082 | 6.6% |
| R | 1073 | 6.6% |
| N | 941 | 5.8% |
| L | 836 | 5.1% |
| I | 827 | 5.1% |
| M | 743 | 4.6% |
| E | 741 | 4.6% |
| Other values (16) | 6616 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 16273 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 1166 | 7.2% |
| C | 1150 | 7.1% |
| T | 1098 | 6.7% |
| S | 1082 | 6.6% |
| R | 1073 | 6.6% |
| N | 941 | 5.8% |
| L | 836 | 5.1% |
| I | 827 | 5.1% |
| M | 743 | 4.6% |
| E | 741 | 4.6% |
| Other values (16) | 6616 |
Company Name
Text
UNIQUE
| Distinct | 4484 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 335.8 KiB |
Length
| Max length | 55 |
|---|---|
| Median length | 39 |
| Mean length | 19.652319 |
| Min length | 2 |
Characters and Unicode
| Total characters | 88121 |
|---|---|
| Distinct characters | 74 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 4484 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Transcat Inc |
|---|---|
| 2nd row | Acrivon Therapeutics Inc |
| 3rd row | Columbia Sportswear Co |
| 4th row | Movano Inc |
| 5th row | Hackett Group Inc |
| Value | Count | Frequency (%) |
| inc | 2844 | 21.0% |
| corp | 824 | 6.1% |
| ltd | 337 | 2.5% |
| holdings | 333 | 2.5% |
| group | 250 | 1.8% |
| co | 185 | 1.4% |
| therapeutics | 174 | 1.3% |
| financial | 114 | 0.8% |
| technologies | 110 | 0.8% |
| bancorp | 97 | 0.7% |
| Other values (4774) | 8299 |
Most occurring characters
| Value | Count | Frequency (%) |
| 9083 | 10.3% | |
| n | 7523 | 8.5% |
| e | 5933 | 6.7% |
| o | 5594 | 6.3% |
| c | 5342 | 6.1% |
| r | 5179 | 5.9% |
| i | 4996 | 5.7% |
| a | 4912 | 5.6% |
| t | 4048 | 4.6% |
| s | 3550 | 4.0% |
| Other values (64) | 31961 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 88121 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 9083 | 10.3% | |
| n | 7523 | 8.5% |
| e | 5933 | 6.7% |
| o | 5594 | 6.3% |
| c | 5342 | 6.1% |
| r | 5179 | 5.9% |
| i | 4996 | 5.7% |
| a | 4912 | 5.6% |
| t | 4048 | 4.6% |
| s | 3550 | 4.0% |
| Other values (64) | 31961 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 88121 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 9083 | 10.3% | |
| n | 7523 | 8.5% |
| e | 5933 | 6.7% |
| o | 5594 | 6.3% |
| c | 5342 | 6.1% |
| r | 5179 | 5.9% |
| i | 4996 | 5.7% |
| a | 4912 | 5.6% |
| t | 4048 | 4.6% |
| s | 3550 | 4.0% |
| Other values (64) | 31961 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 88121 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 9083 | 10.3% | |
| n | 7523 | 8.5% |
| e | 5933 | 6.7% |
| o | 5594 | 6.3% |
| c | 5342 | 6.1% |
| r | 5179 | 5.9% |
| i | 4996 | 5.7% |
| a | 4912 | 5.6% |
| t | 4048 | 4.6% |
| s | 3550 | 4.0% |
| Other values (64) | 31961 |
Price
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 3345 |
|---|---|
| Distinct (%) | 74.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.376001 |
| Minimum | 0.0503 |
|---|---|
| Maximum | 8506.24 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 35.2 KiB |
Quantile statistics
| Minimum | 0.0503 |
|---|---|
| 5-th percentile | 0.63 |
| Q1 | 3.4 |
| median | 13.19 |
| Q3 | 44.92 |
| 95-th percentile | 200.8075 |
| Maximum | 8506.24 |
| Range | 8506.1897 |
| Interquartile range (IQR) | 41.52 |
Descriptive statistics
| Standard deviation | 181.92468 |
|---|---|
| Coefficient of variation (CV) | 3.5410439 |
| Kurtosis | 1096.9649 |
| Mean | 51.376001 |
| Median Absolute Deviation (MAD) | 11.804 |
| Skewness | 26.658219 |
| Sum | 230369.99 |
| Variance | 33096.588 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.01 | 8 | 0.2% |
| 1.06 | 8 | 0.2% |
| 1.47 | 7 | 0.2% |
| 1.4 | 7 | 0.2% |
| 1.65 | 7 | 0.2% |
| 1.02 | 7 | 0.2% |
| 1.6 | 7 | 0.2% |
| 11.45 | 7 | 0.2% |
| 1.27 | 6 | 0.1% |
| 1.16 | 6 | 0.1% |
| Other values (3335) | 4414 |
| Value | Count | Frequency (%) |
| 0.0503 | 1 | |
| 0.075 | 1 | |
| 0.076 | 1 | |
| 0.0766 | 1 | |
| 0.08 | 1 | |
| 0.0823 | 1 | |
| 0.092 | 1 | |
| 0.0933 | 1 | |
| 0.0945 | 1 | |
| 0.0978 | 1 |
| Value | Count | Frequency (%) |
| 8506.24 | 1 | |
| 3443.05 | 1 | |
| 3120.25 | 1 | |
| 1974.15 | 1 | |
| 1883.62 | 1 | |
| 1752.25 | 1 | |
| 1701.48 | 1 | |
| 1521.92 | 1 | |
| 1397.26 | 1 | |
| 1259.41 | 1 |
Market Cap (in M)
Real number (ℝ)
HIGH CORRELATION SKEWED UNIQUE
| Distinct | 4484 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12557.237 |
| Minimum | 0.20246208 |
|---|---|
| Maximum | 3287742.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 35.2 KiB |
Quantile statistics
| Minimum | 0.20246208 |
|---|---|
| 5-th percentile | 6.508354 |
| Q1 | 95.831665 |
| median | 706.08459 |
| Q3 | 4136.5028 |
| 95-th percentile | 42597.148 |
| Maximum | 3287742.5 |
| Range | 3287742.3 |
| Interquartile range (IQR) | 4040.6711 |
Descriptive statistics
| Standard deviation | 96488.719 |
|---|---|
| Coefficient of variation (CV) | 7.6839129 |
| Kurtosis | 692.87098 |
| Mean | 12557.237 |
| Median Absolute Deviation (MAD) | 690.17186 |
| Skewness | 24.195781 |
| Sum | 56306653 |
| Variance | 9.3100729 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1051.552692 | 1 | < 0.1% |
| 3556.372052 | 1 | < 0.1% |
| 131.910937 | 1 | < 0.1% |
| 11157.58663 | 1 | < 0.1% |
| 38901.79531 | 1 | < 0.1% |
| 4240.310905 | 1 | < 0.1% |
| 25967.83614 | 1 | < 0.1% |
| 4306.491217 | 1 | < 0.1% |
| 11553.67616 | 1 | < 0.1% |
| 4822.75805 | 1 | < 0.1% |
| Other values (4474) | 4474 |
| Value | Count | Frequency (%) |
| 0.202462083 | 1 | |
| 0.290874472 | 1 | |
| 0.3662907246 | 1 | |
| 0.5117001326 | 1 | |
| 0.6849636886 | 1 | |
| 0.6859719465 | 1 | |
| 0.727851 | 1 | |
| 0.7453370722 | 1 | |
| 0.7492588667 | 1 | |
| 0.7598715686 | 1 |
| Value | Count | Frequency (%) |
| 3287742.486 | 1 | |
| 3017962.34 | 1 | |
| 2581647.096 | 1 | |
| 2024988.839 | 1 | |
| 1752130.051 | 1 | |
| 1309863.215 | 1 | |
| 847457.4806 | 1 | |
| 690133.0242 | 1 | |
| 638928.0644 | 1 | |
| 585534.9078 | 1 |
Beta
Real number (ℝ)
UNIQUE
| Distinct | 4484 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0681307 |
| Minimum | -6.9775743 |
|---|---|
| Maximum | 19.570795 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 423 |
| Negative (%) | 9.4% |
| Memory size | 35.2 KiB |
Quantile statistics
| Minimum | -6.9775743 |
|---|---|
| 5-th percentile | -0.22385404 |
| Q1 | 0.44176187 |
| median | 0.93722856 |
| Q3 | 1.5533651 |
| 95-th percentile | 2.8681994 |
| Maximum | 19.570795 |
| Range | 26.548369 |
| Interquartile range (IQR) | 1.1116033 |
Descriptive statistics
| Standard deviation | 1.0770051 |
|---|---|
| Coefficient of variation (CV) | 1.0083083 |
| Kurtosis | 25.592616 |
| Mean | 1.0681307 |
| Median Absolute Deviation (MAD) | 0.5464041 |
| Skewness | 1.9498083 |
| Sum | 4789.4982 |
| Variance | 1.1599399 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.9319894 | 1 | < 0.1% |
| 2.585754 | 1 | < 0.1% |
| -0.0058279326 | 1 | < 0.1% |
| 0.7019731 | 1 | < 0.1% |
| 0.46431598 | 1 | < 0.1% |
| 2.0908768 | 1 | < 0.1% |
| 1.1370689 | 1 | < 0.1% |
| 1.1250257 | 1 | < 0.1% |
| 1.0901773 | 1 | < 0.1% |
| 1.2514409 | 1 | < 0.1% |
| Other values (4474) | 4474 |
| Value | Count | Frequency (%) |
| -6.9775743 | 1 | |
| -4.9759016 | 1 | |
| -4.3898983 | 1 | |
| -3.8894632 | 1 | |
| -3.6600218 | 1 | |
| -3.375102 | 1 | |
| -3.0445251 | 1 | |
| -3.043933 | 1 | |
| -2.8673244 | 1 | |
| -2.8665426 | 1 |
| Value | Count | Frequency (%) |
| 19.570795 | 1 | |
| 11.313087 | 1 | |
| 9.652831 | 1 | |
| 8.4484005 | 1 | |
| 8.446643 | 1 | |
| 7.075054 | 1 | |
| 7.0186133 | 1 | |
| 6.7305875 | 1 | |
| 6.5846024 | 1 | |
| 5.979147 | 1 |
Volume 52 weeks
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 4482 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1553905.8 |
| Minimum | 849.20635 |
|---|---|
| Maximum | 4.6049593 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 35.2 KiB |
Quantile statistics
| Minimum | 849.20635 |
|---|---|
| 5-th percentile | 12684.107 |
| Q1 | 104548.02 |
| median | 419818.29 |
| Q3 | 1222540.1 |
| 95-th percentile | 5539635.7 |
| Maximum | 4.6049593 × 108 |
| Range | 4.6049508 × 108 |
| Interquartile range (IQR) | 1117992.1 |
Descriptive statistics
| Standard deviation | 8039876.7 |
|---|---|
| Coefficient of variation (CV) | 5.1739796 |
| Kurtosis | 2380.2548 |
| Mean | 1553905.8 |
| Median Absolute Deviation (MAD) | 371740.87 |
| Skewness | 42.928415 |
| Sum | 6.9677134 × 109 |
| Variance | 6.4639617 × 1013 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 225453.9683 | 2 | < 0.1% |
| 6648.015873 | 2 | < 0.1% |
| 445934.9206 | 1 | < 0.1% |
| 1866615.476 | 1 | < 0.1% |
| 487720.6349 | 1 | < 0.1% |
| 74468.25397 | 1 | < 0.1% |
| 192685.3175 | 1 | < 0.1% |
| 15696701.59 | 1 | < 0.1% |
| 1345657.143 | 1 | < 0.1% |
| 2096362.698 | 1 | < 0.1% |
| Other values (4472) | 4472 |
| Value | Count | Frequency (%) |
| 849.2063492 | 1 | |
| 935.059761 | 1 | |
| 1153.174603 | 1 | |
| 1188.095238 | 1 | |
| 1755.952381 | 1 | |
| 1777.777778 | 1 | |
| 1797.619048 | 1 | |
| 2017.063492 | 1 | |
| 2108.333333 | 1 | |
| 2126.587302 | 1 |
| Value | Count | Frequency (%) |
| 460495926.5 | 1 | |
| 107475531.3 | 1 | |
| 60843084.92 | 1 | |
| 60546926.98 | 1 | |
| 56703451.59 | 1 | |
| 53449109.52 | 1 | |
| 53207215.08 | 1 | |
| 52205071.83 | 1 | |
| 49901964.06 | 1 | |
| 46498527.38 | 1 |
Volume 1 month
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 4427 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1730573.3 |
| Minimum | 65.217391 |
|---|---|
| Maximum | 3.4773365 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 35.2 KiB |
Quantile statistics
| Minimum | 65.217391 |
|---|---|
| 5-th percentile | 9101.9565 |
| Q1 | 92364.13 |
| median | 428658.7 |
| Q3 | 1320712 |
| 95-th percentile | 6697659.3 |
| Maximum | 3.4773365 × 108 |
| Range | 3.4773358 × 108 |
| Interquartile range (IQR) | 1228347.8 |
Descriptive statistics
| Standard deviation | 7285038.7 |
|---|---|
| Coefficient of variation (CV) | 4.2096101 |
| Kurtosis | 1170.221 |
| Mean | 1730573.3 |
| Median Absolute Deviation (MAD) | 394232.24 |
| Skewness | 27.43232 |
| Sum | 7.7598905 × 109 |
| Variance | 5.3071789 × 1013 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 52026.08696 | 3 | 0.1% |
| 81686.95652 | 3 | 0.1% |
| 5908.695652 | 2 | < 0.1% |
| 7100 | 2 | < 0.1% |
| 29304.34783 | 2 | < 0.1% |
| 839.1304348 | 2 | < 0.1% |
| 83213.04348 | 2 | < 0.1% |
| 55626.08696 | 2 | < 0.1% |
| 54586.95652 | 2 | < 0.1% |
| 1556.521739 | 2 | < 0.1% |
| Other values (4417) | 4462 |
| Value | Count | Frequency (%) |
| 65.2173913 | 1 | |
| 73.91304348 | 1 | |
| 139.1304348 | 1 | |
| 181.8181818 | 1 | |
| 182.6086957 | 1 | |
| 213.0434783 | 1 | |
| 217.3913043 | 2 | |
| 362.3043478 | 1 | |
| 468.1818182 | 1 | |
| 500 | 1 |
| Value | Count | Frequency (%) |
| 347733646.8 | 1 | |
| 110366273.9 | 1 | |
| 108802565.2 | 1 | |
| 81539721.74 | 1 | |
| 78406543.48 | 1 | |
| 63759239.13 | 1 | |
| 60902782.61 | 1 | |
| 59622121.74 | 1 | |
| 58253669.57 | 1 | |
| 53438513.04 | 1 |
52 Weeks High
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 3519 |
|---|---|
| Distinct (%) | 78.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 68.432639 |
| Minimum | 0.87 |
|---|---|
| Maximum | 14400 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 35.2 KiB |
Quantile statistics
| Minimum | 0.87 |
|---|---|
| 5-th percentile | 2.36 |
| Q1 | 8.7 |
| median | 21.812 |
| Q3 | 61.0275 |
| 95-th percentile | 247.465 |
| Maximum | 14400 |
| Range | 14399.13 |
| Interquartile range (IQR) | 52.3275 |
Descriptive statistics
| Standard deviation | 291.28036 |
|---|---|
| Coefficient of variation (CV) | 4.2564537 |
| Kurtosis | 1492.6248 |
| Mean | 68.432639 |
| Median Absolute Deviation (MAD) | 16.9765 |
| Skewness | 33.851268 |
| Sum | 306851.95 |
| Variance | 84844.249 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.05 | 8 | 0.2% |
| 13 | 8 | 0.2% |
| 14 | 7 | 0.2% |
| 2.1 | 7 | 0.2% |
| 3.5 | 6 | 0.1% |
| 3.6 | 6 | 0.1% |
| 13.5 | 5 | 0.1% |
| 9.2 | 5 | 0.1% |
| 11.59 | 5 | 0.1% |
| 6.3 | 5 | 0.1% |
| Other values (3509) | 4422 |
| Value | Count | Frequency (%) |
| 0.87 | 1 | |
| 0.8999 | 2 | |
| 0.9039 | 1 | |
| 0.909 | 1 | |
| 0.93 | 1 | |
| 0.94 | 1 | |
| 0.98 | 2 | |
| 0.99 | 1 | |
| 1.01 | 1 | |
| 1.02 | 1 |
| Value | Count | Frequency (%) |
| 14400 | 1 | |
| 8700 | 1 | |
| 4144.32 | 1 | |
| 3242.54 | 1 | |
| 2173.01 | 1 | |
| 1905.09 | 1 | |
| 1899.21 | 1 | |
| 1759.76 | 1 | |
| 1670.24 | 1 | |
| 1535.86 | 1 |
52 Weeks Low
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 3292 |
|---|---|
| Distinct (%) | 73.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.570781 |
| Minimum | 0.0004 |
|---|---|
| Maximum | 5210.49 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 35.2 KiB |
Quantile statistics
| Minimum | 0.0004 |
|---|---|
| 5-th percentile | 0.445815 |
| Q1 | 2.2 |
| median | 10.3 |
| Q3 | 33.04625 |
| 95-th percentile | 147.59 |
| Maximum | 5210.49 |
| Range | 5210.4896 |
| Interquartile range (IQR) | 30.84625 |
Descriptive statistics
| Standard deviation | 121.79573 |
|---|---|
| Coefficient of variation (CV) | 3.3304109 |
| Kurtosis | 822.72228 |
| Mean | 36.570781 |
| Median Absolute Deviation (MAD) | 9.2 |
| Skewness | 22.955937 |
| Sum | 163983.38 |
| Variance | 14834.199 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.75 | 11 | 0.2% |
| 0.7 | 9 | 0.2% |
| 1 | 9 | 0.2% |
| 1.21 | 9 | 0.2% |
| 1.04 | 9 | 0.2% |
| 0.65 | 9 | 0.2% |
| 1.25 | 8 | 0.2% |
| 1.37 | 8 | 0.2% |
| 1.1 | 8 | 0.2% |
| 1.55 | 8 | 0.2% |
| Other values (3282) | 4396 |
| Value | Count | Frequency (%) |
| 0.0004 | 1 | |
| 0.038 | 1 | |
| 0.048 | 1 | |
| 0.056 | 1 | |
| 0.064 | 1 | |
| 0.07 | 1 | |
| 0.0712 | 1 | |
| 0.0734 | 1 | |
| 0.0771 | 1 | |
| 0.0811 | 1 |
| Value | Count | Frequency (%) |
| 5210.49 | 1 | |
| 2735.3 | 1 | |
| 2379.02 | 1 | |
| 1401.0101 | 1 | |
| 1295.65 | 1 | |
| 1274.91 | 1 | |
| 1141.04 | 1 | |
| 930.72 | 1 | |
| 860.1 | 1 | |
| 811.99 | 1 |
Exchange
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 272.8 KiB |
| NASDAQ | |
|---|---|
| NYSE |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.2707404 |
| Min length | 4 |
Characters and Unicode
| Total characters | 23634 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NASDAQ |
|---|---|
| 2nd row | NASDAQ |
| 3rd row | NASDAQ |
| 4th row | NASDAQ |
| 5th row | NASDAQ |
Common Values
| Value | Count | Frequency (%) |
| NASDAQ | 2849 | |
| NYSE | 1635 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| nasdaq | 2849 | |
| nyse | 1635 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 5698 | |
| N | 4484 | |
| S | 4484 | |
| D | 2849 | |
| Q | 2849 | |
| Y | 1635 | 6.9% |
| E | 1635 | 6.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 23634 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 5698 | |
| N | 4484 | |
| S | 4484 | |
| D | 2849 | |
| Q | 2849 | |
| Y | 1635 | 6.9% |
| E | 1635 | 6.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 23634 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 5698 | |
| N | 4484 | |
| S | 4484 | |
| D | 2849 | |
| Q | 2849 | |
| Y | 1635 | 6.9% |
| E | 1635 | 6.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 23634 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 5698 | |
| N | 4484 | |
| S | 4484 | |
| D | 2849 | |
| Q | 2849 | |
| Y | 1635 | 6.9% |
| E | 1635 | 6.9% |
Performance (52 weeks)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 4477 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.0094150461 |
| Minimum | -0.99985424 |
|---|---|
| Maximum | 33.280986 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2323 |
| Negative (%) | 51.8% |
| Memory size | 35.2 KiB |
Quantile statistics
| Minimum | -0.99985424 |
|---|---|
| 5-th percentile | -0.85645913 |
| Q1 | -0.36256505 |
| median | -0.018677708 |
| Q3 | 0.22021245 |
| 95-th percentile | 0.79497716 |
| Maximum | 33.280986 |
| Range | 34.28084 |
| Interquartile range (IQR) | 0.5827775 |
Descriptive statistics
| Standard deviation | 0.7969889 |
|---|---|
| Coefficient of variation (CV) | -84.650557 |
| Kurtosis | 690.48295 |
| Mean | -0.0094150461 |
| Median Absolute Deviation (MAD) | 0.28149938 |
| Skewness | 17.975079 |
| Sum | -42.217067 |
| Variance | 0.63519131 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -0.8042474026 | 2 | < 0.1% |
| -0.47592853 | 2 | < 0.1% |
| 0.387608379 | 2 | < 0.1% |
| -0.06056350255 | 2 | < 0.1% |
| -0.5009512193 | 2 | < 0.1% |
| 0.07029265643 | 2 | < 0.1% |
| -0.1670839982 | 2 | < 0.1% |
| 0.2815539887 | 1 | < 0.1% |
| -0.6962634858 | 1 | < 0.1% |
| -0.2689523163 | 1 | < 0.1% |
| Other values (4467) | 4467 |
| Value | Count | Frequency (%) |
| -0.9998542374 | 1 | |
| -0.9994216567 | 1 | |
| -0.9992965079 | 1 | |
| -0.9982727312 | 1 | |
| -0.9979352051 | 1 | |
| -0.9973795645 | 1 | |
| -0.9973444564 | 1 | |
| -0.9965653988 | 1 | |
| -0.9964575223 | 1 | |
| -0.9963780463 | 1 |
| Value | Count | Frequency (%) |
| 33.28098556 | 1 | |
| 8.725687571 | 1 | |
| 7.564530876 | 1 | |
| 7.492914449 | 1 | |
| 6.921500924 | 1 | |
| 5.897939474 | 1 | |
| 5.736607268 | 1 | |
| 5.64065769 | 1 | |
| 5.450054284 | 1 | |
| 5.299123385 | 1 |
Country
Text
| Distinct | 51 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 258.5 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 8968 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 13 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | US |
|---|---|
| 2nd row | US |
| 3rd row | US |
| 4th row | US |
| 5th row | US |
| Value | Count | Frequency (%) |
| us | 3820 | |
| cn | 169 | 3.8% |
| il | 78 | 1.7% |
| gb | 56 | 1.2% |
| ca | 53 | 1.2% |
| sg | 34 | 0.8% |
| hk | 32 | 0.7% |
| ie | 29 | 0.6% |
| bm | 29 | 0.6% |
| ky | 18 | 0.4% |
| Other values (41) | 166 | 3.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 3862 | |
| U | 3843 | |
| C | 250 | 2.8% |
| N | 183 | 2.0% |
| I | 116 | 1.3% |
| G | 108 | 1.2% |
| L | 101 | 1.1% |
| B | 97 | 1.1% |
| A | 67 | 0.7% |
| K | 57 | 0.6% |
| Other values (15) | 284 | 3.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8968 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| S | 3862 | |
| U | 3843 | |
| C | 250 | 2.8% |
| N | 183 | 2.0% |
| I | 116 | 1.3% |
| G | 108 | 1.2% |
| L | 101 | 1.1% |
| B | 97 | 1.1% |
| A | 67 | 0.7% |
| K | 57 | 0.6% |
| Other values (15) | 284 | 3.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8968 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| S | 3862 | |
| U | 3843 | |
| C | 250 | 2.8% |
| N | 183 | 2.0% |
| I | 116 | 1.3% |
| G | 108 | 1.2% |
| L | 101 | 1.1% |
| B | 97 | 1.1% |
| A | 67 | 0.7% |
| K | 57 | 0.6% |
| Other values (15) | 284 | 3.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8968 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| S | 3862 | |
| U | 3843 | |
| C | 250 | 2.8% |
| N | 183 | 2.0% |
| I | 116 | 1.3% |
| G | 108 | 1.2% |
| L | 101 | 1.1% |
| B | 97 | 1.1% |
| A | 67 | 0.7% |
| K | 57 | 0.6% |
| Other values (15) | 284 | 3.2% |
Résultat net
Real number (ℝ)
HIGH CORRELATION
| Distinct | 4449 |
|---|---|
| Distinct (%) | 99.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.728067 × 108 |
| Minimum | -2.1601255 × 1010 |
|---|---|
| Maximum | 1.2241905 × 1011 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2106 |
| Negative (%) | 47.0% |
| Memory size | 35.2 KiB |
Quantile statistics
| Minimum | -2.1601255 × 1010 |
|---|---|
| 5-th percentile | -2.8764924 × 108 |
| Q1 | -36808000 |
| median | 2761843 |
| Q3 | 1.4677326 × 108 |
| 95-th percentile | 1.9950549 × 109 |
| Maximum | 1.2241905 × 1011 |
| Range | 1.4402031 × 1011 |
| Interquartile range (IQR) | 1.8358126 × 108 |
Descriptive statistics
| Standard deviation | 4.0510302 × 109 |
|---|---|
| Coefficient of variation (CV) | 8.5680473 |
| Kurtosis | 450.73695 |
| Mean | 4.728067 × 108 |
| Median Absolute Deviation (MAD) | 68221500 |
| Skewness | 19.267203 |
| Sum | 2.1200653 × 1012 |
| Variance | 1.6410846 × 1019 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1052000000 | 3 | 0.1% |
| 714000000 | 3 | 0.1% |
| 290000000 | 2 | < 0.1% |
| 369564992 | 2 | < 0.1% |
| -7000000 | 2 | < 0.1% |
| -35390000 | 2 | < 0.1% |
| -40105000 | 2 | < 0.1% |
| 2560000000 | 2 | < 0.1% |
| 36000000 | 2 | < 0.1% |
| -120737000 | 2 | < 0.1% |
| Other values (4439) | 4462 |
| Value | Count | Frequency (%) |
| -2.160125542 × 1010 | 1 | |
| -1.176899994 × 1010 | 1 | |
| -9406706688 | 1 | |
| -6808999936 | 1 | |
| -6541000192 | 1 | |
| -5866999808 | 1 | |
| -5810999808 | 1 | |
| -5791000064 | 1 | |
| -5783000064 | 1 | |
| -4943179776 | 1 |
| Value | Count | Frequency (%) |
| 1.224190525 × 1011 | 1 | |
| 1.019560018 × 1011 | 1 | |
| 8.813599949 × 1010 | 1 | |
| 8.765699686 × 1010 | 1 | |
| 7.992333926 × 1010 | 1 | |
| 7.974100173 × 1010 | 1 | |
| 5.221699994 × 1010 | 1 | |
| 5.143400038 × 1010 | 1 | |
| 4.441899827 × 1010 | 1 | |
| 4.259799859 × 1010 | 1 |
Sector
Categorical
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 307.3 KiB |
| Healthcare | |
|---|---|
| Financial Services | |
| Technology | |
| Industrials | |
| Consumer Cyclical | |
| Other values (6) |
Length
| Max length | 22 |
|---|---|
| Median length | 18 |
| Mean length | 13.149866 |
| Min length | 6 |
Characters and Unicode
| Total characters | 58964 |
|---|---|
| Distinct characters | 31 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Industrials |
|---|---|
| 2nd row | Healthcare |
| 3rd row | Consumer Cyclical |
| 4th row | Healthcare |
| 5th row | Technology |
Common Values
| Value | Count | Frequency (%) |
| Healthcare | 992 | |
| Financial Services | 741 | |
| Technology | 672 | |
| Industrials | 536 | |
| Consumer Cyclical | 494 | |
| Real Estate | 227 | 5.1% |
| Consumer Defensive | 206 | 4.6% |
| Communication Services | 195 | 4.3% |
| Energy | 178 | 4.0% |
| Basic Materials | 157 | 3.5% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| healthcare | 992 | |
| services | 936 | |
| financial | 741 | |
| consumer | 700 | |
| technology | 672 | |
| industrials | 536 | |
| cyclical | 494 | |
| real | 227 | 3.5% |
| estate | 227 | 3.5% |
| defensive | 206 | 3.2% |
| Other values (5) | 773 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 6721 | |
| a | 5616 | 9.5% |
| c | 4681 | 7.9% |
| i | 4616 | 7.8% |
| l | 4399 | 7.5% |
| n | 4164 | 7.1% |
| s | 3541 | 6.0% |
| r | 3499 | 5.9% |
| t | 2506 | 4.3% |
| o | 2434 | 4.1% |
| Other values (21) | 16787 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 58964 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 6721 | |
| a | 5616 | 9.5% |
| c | 4681 | 7.9% |
| i | 4616 | 7.8% |
| l | 4399 | 7.5% |
| n | 4164 | 7.1% |
| s | 3541 | 6.0% |
| r | 3499 | 5.9% |
| t | 2506 | 4.3% |
| o | 2434 | 4.1% |
| Other values (21) | 16787 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 58964 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 6721 | |
| a | 5616 | 9.5% |
| c | 4681 | 7.9% |
| i | 4616 | 7.8% |
| l | 4399 | 7.5% |
| n | 4164 | 7.1% |
| s | 3541 | 6.0% |
| r | 3499 | 5.9% |
| t | 2506 | 4.3% |
| o | 2434 | 4.1% |
| Other values (21) | 16787 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 58964 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 6721 | |
| a | 5616 | 9.5% |
| c | 4681 | 7.9% |
| i | 4616 | 7.8% |
| l | 4399 | 7.5% |
| n | 4164 | 7.1% |
| s | 3541 | 6.0% |
| r | 3499 | 5.9% |
| t | 2506 | 4.3% |
| o | 2434 | 4.1% |
| Other values (21) | 16787 |
Industry
Text
| Distinct | 144 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 335.3 KiB |
Length
| Max length | 40 |
|---|---|
| Median length | 32 |
| Mean length | 19.541035 |
| Min length | 4 |
Characters and Unicode
| Total characters | 87622 |
|---|---|
| Distinct characters | 48 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Industrial Distribution |
|---|---|
| 2nd row | Biotechnology |
| 3rd row | Apparel Manufacturing |
| 4th row | Medical Devices |
| 5th row | Information Technology Services |
| Value | Count | Frequency (%) |
| 2207 | 18.9% | |
| biotechnology | 561 | 4.8% |
| services | 428 | 3.7% |
| software | 342 | 2.9% |
| banks | 294 | 2.5% |
| specialty | 290 | 2.5% |
| regional | 289 | 2.5% |
| medical | 232 | 2.0% |
| application | 204 | 1.7% |
| equipment | 194 | 1.7% |
| Other values (189) | 6632 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 8295 | 9.5% |
| 7189 | 8.2% | |
| i | 6620 | 7.6% |
| t | 5887 | 6.7% |
| a | 5741 | 6.6% |
| n | 5676 | 6.5% |
| o | 5137 | 5.9% |
| r | 4470 | 5.1% |
| s | 4330 | 4.9% |
| c | 4122 | 4.7% |
| Other values (38) | 30155 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 87622 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 8295 | 9.5% |
| 7189 | 8.2% | |
| i | 6620 | 7.6% |
| t | 5887 | 6.7% |
| a | 5741 | 6.6% |
| n | 5676 | 6.5% |
| o | 5137 | 5.9% |
| r | 4470 | 5.1% |
| s | 4330 | 4.9% |
| c | 4122 | 4.7% |
| Other values (38) | 30155 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 87622 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 8295 | 9.5% |
| 7189 | 8.2% | |
| i | 6620 | 7.6% |
| t | 5887 | 6.7% |
| a | 5741 | 6.6% |
| n | 5676 | 6.5% |
| o | 5137 | 5.9% |
| r | 4470 | 5.1% |
| s | 4330 | 4.9% |
| c | 4122 | 4.7% |
| Other values (38) | 30155 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 87622 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 8295 | 9.5% |
| 7189 | 8.2% | |
| i | 6620 | 7.6% |
| t | 5887 | 6.7% |
| a | 5741 | 6.6% |
| n | 5676 | 6.5% |
| o | 5137 | 5.9% |
| r | 4470 | 5.1% |
| s | 4330 | 4.9% |
| c | 4122 | 4.7% |
| Other values (38) | 30155 |
Price 52 Weeks Ago
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 3595 |
|---|---|
| Distinct (%) | 80.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.95327 |
| Minimum | 0.30000001 |
|---|---|
| Maximum | 11250 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 35.2 KiB |
Quantile statistics
| Minimum | 0.30000001 |
|---|---|
| 5-th percentile | 1.46 |
| Q1 | 6.0075002 |
| median | 15.371808 |
| Q3 | 44.968674 |
| 95-th percentile | 182.8655 |
| Maximum | 11250 |
| Range | 11249.7 |
| Interquartile range (IQR) | 38.961174 |
Descriptive statistics
| Standard deviation | 226.19774 |
|---|---|
| Coefficient of variation (CV) | 4.4393175 |
| Kurtosis | 1482.6072 |
| Mean | 50.95327 |
| Median Absolute Deviation (MAD) | 12.391808 |
| Skewness | 33.576712 |
| Sum | 228474.46 |
| Variance | 51165.418 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.220000029 | 8 | 0.2% |
| 10.69999981 | 8 | 0.2% |
| 2.049999952 | 8 | 0.2% |
| 3.019999981 | 7 | 0.2% |
| 1.679999948 | 7 | 0.2% |
| 4.199999809 | 7 | 0.2% |
| 12 | 7 | 0.2% |
| 3.779999971 | 6 | 0.1% |
| 2.559999943 | 6 | 0.1% |
| 7.400000095 | 6 | 0.1% |
| Other values (3585) | 4414 |
| Value | Count | Frequency (%) |
| 0.3000000119 | 1 | |
| 0.400000006 | 1 | |
| 0.4300000072 | 1 | |
| 0.4379999936 | 1 | |
| 0.4799999893 | 1 | |
| 0.5009999871 | 1 | |
| 0.5099999905 | 1 | |
| 0.5170000196 | 1 | |
| 0.5210062861 | 1 | |
| 0.5320000052 | 1 |
| Value | Count | Frequency (%) |
| 11250 | 1 | |
| 6156.72998 | 1 | |
| 3456 | 1 | |
| 3190.70166 | 1 | |
| 2483.830078 | 1 | |
| 1566.987183 | 1 | |
| 1506.199951 | 1 | |
| 1464.240601 | 1 | |
| 1330 | 1 | |
| 1239.800049 | 1 |
Currency
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 262.9 KiB |
| USD | |
|---|---|
| CNY | 92 |
| EUR | 27 |
| CAD | 11 |
| BRL | 10 |
| Other values (15) | 35 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 13452 |
|---|---|
| Distinct characters | 23 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 6 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | USD |
|---|---|
| 2nd row | USD |
| 3rd row | USD |
| 4th row | USD |
| 5th row | USD |
Common Values
| Value | Count | Frequency (%) |
| USD | 4309 | |
| CNY | 92 | 2.1% |
| EUR | 27 | 0.6% |
| CAD | 11 | 0.2% |
| BRL | 10 | 0.2% |
| GBP | 7 | 0.2% |
| CHF | 4 | 0.1% |
| JPY | 4 | 0.1% |
| AUD | 3 | 0.1% |
| INR | 3 | 0.1% |
| Other values (10) | 14 | 0.3% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| usd | 4309 | |
| cny | 92 | 2.1% |
| eur | 27 | 0.6% |
| cad | 11 | 0.2% |
| brl | 10 | 0.2% |
| gbp | 7 | 0.2% |
| chf | 4 | 0.1% |
| jpy | 4 | 0.1% |
| aud | 3 | 0.1% |
| inr | 3 | 0.1% |
| Other values (10) | 14 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| U | 4339 | |
| D | 4328 | |
| S | 4312 | |
| C | 107 | 0.8% |
| Y | 99 | 0.7% |
| N | 98 | 0.7% |
| R | 45 | 0.3% |
| E | 29 | 0.2% |
| B | 17 | 0.1% |
| A | 15 | 0.1% |
| Other values (13) | 63 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 13452 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| U | 4339 | |
| D | 4328 | |
| S | 4312 | |
| C | 107 | 0.8% |
| Y | 99 | 0.7% |
| N | 98 | 0.7% |
| R | 45 | 0.3% |
| E | 29 | 0.2% |
| B | 17 | 0.1% |
| A | 15 | 0.1% |
| Other values (13) | 63 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 13452 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| U | 4339 | |
| D | 4328 | |
| S | 4312 | |
| C | 107 | 0.8% |
| Y | 99 | 0.7% |
| N | 98 | 0.7% |
| R | 45 | 0.3% |
| E | 29 | 0.2% |
| B | 17 | 0.1% |
| A | 15 | 0.1% |
| Other values (13) | 63 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 13452 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| U | 4339 | |
| D | 4328 | |
| S | 4312 | |
| C | 107 | 0.8% |
| Y | 99 | 0.7% |
| N | 98 | 0.7% |
| R | 45 | 0.3% |
| E | 29 | 0.2% |
| B | 17 | 0.1% |
| A | 15 | 0.1% |
| Other values (13) | 63 | 0.5% |
Total assets
Real number (ℝ)
HIGH CORRELATION
| Distinct | 4475 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6801947 × 108 |
| Minimum | 1024 |
|---|---|
| Maximum | 1.52041 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 35.2 KiB |
Quantile statistics
| Minimum | 1024 |
|---|---|
| 5-th percentile | 3521482 |
| Q1 | 18065700 |
| median | 50876600 |
| Q3 | 1.3168025 × 108 |
| 95-th percentile | 6.0919052 × 108 |
| Maximum | 1.52041 × 1010 |
| Range | 1.5204099 × 1010 |
| Interquartile range (IQR) | 1.1361455 × 108 |
Descriptive statistics
| Standard deviation | 5.3726484 × 108 |
|---|---|
| Coefficient of variation (CV) | 3.1976345 |
| Kurtosis | 225.91437 |
| Mean | 1.6801947 × 108 |
| Median Absolute Deviation (MAD) | 40574850 |
| Skewness | 12.24925 |
| Sum | 7.533993 × 1011 |
| Variance | 2.8865351 × 1017 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 132670000 | 2 | < 0.1% |
| 100625000 | 2 | < 0.1% |
| 144976992 | 2 | < 0.1% |
| 46608800 | 2 | < 0.1% |
| 37457200 | 2 | < 0.1% |
| 28483600 | 2 | < 0.1% |
| 116454000 | 2 | < 0.1% |
| 14000000 | 2 | < 0.1% |
| 69067000 | 2 | < 0.1% |
| 25318800 | 1 | < 0.1% |
| Other values (4465) | 4465 |
| Value | Count | Frequency (%) |
| 1024 | 1 | |
| 12443 | 1 | |
| 113809 | 1 | |
| 164495 | 1 | |
| 228025 | 1 | |
| 333008 | 1 | |
| 360600 | 1 | |
| 376141 | 1 | |
| 393449 | 1 | |
| 396368 | 1 |
| Value | Count | Frequency (%) |
| 1.52041001 × 1010 | 1 | |
| 1.049559962 × 1010 | 1 | |
| 8043539968 | 1 | |
| 7759580160 | 1 | |
| 7433039872 | 1 | |
| 7170240000 | 1 | |
| 6478000000 | 1 | |
| 6365200000 | 1 | |
| 5858999808 | 1 | |
| 5666699776 | 1 |
EPS Annual
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 4404 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.061810526 |
| Minimum | -2997.8 |
|---|---|
| Maximum | 11880.286 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2060 |
| Negative (%) | 45.9% |
| Memory size | 35.2 KiB |
Quantile statistics
| Minimum | -2997.8 |
|---|---|
| 5-th percentile | -9.760935 |
| Q1 | -1.128025 |
| median | 0.1537 |
| Q3 | 2.28715 |
| 95-th percentile | 10.01468 |
| Maximum | 11880.286 |
| Range | 14878.086 |
| Interquartile range (IQR) | 3.415175 |
Descriptive statistics
| Standard deviation | 196.60764 |
|---|---|
| Coefficient of variation (CV) | 3180.8117 |
| Kurtosis | 2998.539 |
| Mean | 0.061810526 |
| Median Absolute Deviation (MAD) | 1.64295 |
| Skewness | 47.969021 |
| Sum | 277.1584 |
| Variance | 38654.565 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.6003 | 3 | 0.1% |
| -0.0212 | 3 | 0.1% |
| -0.0216 | 2 | < 0.1% |
| 2.339 | 2 | < 0.1% |
| 0.1243 | 2 | < 0.1% |
| 0.895 | 2 | < 0.1% |
| -0.6398 | 2 | < 0.1% |
| -0.3885 | 2 | < 0.1% |
| -0.214 | 2 | < 0.1% |
| 0.1052 | 2 | < 0.1% |
| Other values (4394) | 4462 |
| Value | Count | Frequency (%) |
| -2997.8 | 1 | |
| -2181 | 1 | |
| -1952.8796 | 1 | |
| -1586.1632 | 1 | |
| -1564.215 | 1 | |
| -1018.2512 | 1 | |
| -1008.1846 | 1 | |
| -471.8591 | 1 | |
| -434.6842 | 1 | |
| -355.2372 | 1 |
| Value | Count | Frequency (%) |
| 11880.2857 | 1 | |
| 2241.184 | 1 | |
| 788.6044 | 1 | |
| 463.3511 | 1 | |
| 201.4798 | 1 | |
| 149.2047 | 1 | |
| 133.0526 | 1 | |
| 117.4103 | 1 | |
| 92.8812 | 1 | |
| 77.818 | 1 |
ROI Annual
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 3325 |
|---|---|
| Distinct (%) | 74.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -69.626028 |
| Minimum | -108880 |
|---|---|
| Maximum | 12633.08 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2038 |
| Negative (%) | 45.5% |
| Memory size | 35.2 KiB |
Quantile statistics
| Minimum | -108880 |
|---|---|
| 5-th percentile | -157.462 |
| Q1 | -26.3125 |
| median | 1.41 |
| Q3 | 8.2525 |
| 95-th percentile | 24.3945 |
| Maximum | 12633.08 |
| Range | 121513.08 |
| Interquartile range (IQR) | 34.565 |
Descriptive statistics
| Standard deviation | 1820.9065 |
|---|---|
| Coefficient of variation (CV) | -26.15267 |
| Kurtosis | 2922.7289 |
| Mean | -69.626028 |
| Median Absolute Deviation (MAD) | 10.525 |
| Skewness | -51.212081 |
| Sum | -312203.11 |
| Variance | 3315700.4 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6.15 | 7 | 0.2% |
| 4.19 | 7 | 0.2% |
| 4.53 | 7 | 0.2% |
| 9.32 | 6 | 0.1% |
| 1.17 | 6 | 0.1% |
| 3.2 | 6 | 0.1% |
| 0.64 | 5 | 0.1% |
| 3.7 | 5 | 0.1% |
| 3.28 | 5 | 0.1% |
| 5.37 | 5 | 0.1% |
| Other values (3315) | 4425 |
| Value | Count | Frequency (%) |
| -108880 | 1 | |
| -41952.85 | 1 | |
| -29104.88 | 1 | |
| -9780 | 1 | |
| -5196.477 | 1 | |
| -5033.59 | 1 | |
| -3715.82 | 1 | |
| -3645.8 | 1 | |
| -3304.87 | 1 | |
| -3184.29 | 1 |
| Value | Count | Frequency (%) |
| 12633.08 | 1 | |
| 2662.67 | 1 | |
| 1875.53 | 1 | |
| 1670 | 1 | |
| 1054.47 | 1 | |
| 737.69 | 1 | |
| 643.41 | 1 | |
| 445.65 | 1 | |
| 432.25 | 1 | |
| 307.73 | 1 |
| 52 Weeks High | 52 Weeks Low | Beta | Currency | EPS Annual | Exchange | Market Cap (in M) | Performance (52 weeks) | Price | Price 52 Weeks Ago | ROI Annual | Résultat net | Sector | Total assets | Volume 1 month | Volume 52 weeks | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 52 Weeks High | 1.000 | 0.897 | -0.036 | 0.000 | 0.562 | 0.014 | 0.734 | 0.360 | 0.906 | 0.965 | 0.527 | 0.554 | 0.000 | 0.206 | 0.281 | 0.228 |
| 52 Weeks Low | 0.897 | 1.000 | -0.134 | 0.000 | 0.708 | 0.016 | 0.831 | 0.481 | 0.983 | 0.912 | 0.661 | 0.657 | 0.000 | 0.285 | 0.228 | 0.169 |
| Beta | -0.036 | -0.134 | 1.000 | 0.000 | -0.248 | 0.092 | 0.028 | -0.070 | -0.096 | -0.071 | -0.270 | -0.256 | 0.125 | 0.155 | 0.243 | 0.266 |
| Currency | 0.000 | 0.000 | 0.000 | 1.000 | 0.561 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.352 | 0.055 | 0.000 | 0.000 | 0.000 |
| EPS Annual | 0.562 | 0.708 | -0.248 | 0.561 | 1.000 | 0.086 | 0.603 | 0.397 | 0.683 | 0.587 | 0.852 | 0.835 | 0.051 | 0.245 | 0.122 | 0.079 |
| Exchange | 0.014 | 0.016 | 0.092 | 0.000 | 0.086 | 1.000 | 0.046 | 0.043 | 0.025 | 0.000 | 0.018 | 0.076 | 0.420 | 0.075 | 0.000 | 0.000 |
| Market Cap (in M) | 0.734 | 0.831 | 0.028 | 0.000 | 0.603 | 0.046 | 1.000 | 0.513 | 0.846 | 0.730 | 0.542 | 0.564 | 0.024 | 0.714 | 0.604 | 0.569 |
| Performance (52 weeks) | 0.360 | 0.481 | -0.070 | 0.000 | 0.397 | 0.043 | 0.513 | 1.000 | 0.575 | 0.245 | 0.366 | 0.386 | 0.020 | 0.206 | 0.083 | 0.051 |
| Price | 0.906 | 0.983 | -0.096 | 0.000 | 0.683 | 0.025 | 0.846 | 0.575 | 1.000 | 0.893 | 0.634 | 0.636 | 0.000 | 0.292 | 0.249 | 0.189 |
| Price 52 Weeks Ago | 0.965 | 0.912 | -0.071 | 0.000 | 0.587 | 0.000 | 0.730 | 0.245 | 0.893 | 1.000 | 0.552 | 0.566 | 0.021 | 0.216 | 0.270 | 0.208 |
| ROI Annual | 0.527 | 0.661 | -0.270 | 0.000 | 0.852 | 0.018 | 0.542 | 0.366 | 0.634 | 0.552 | 1.000 | 0.742 | 0.041 | 0.190 | 0.087 | 0.045 |
| Résultat net | 0.554 | 0.657 | -0.256 | 0.352 | 0.835 | 0.076 | 0.564 | 0.386 | 0.636 | 0.566 | 0.742 | 1.000 | 0.032 | 0.220 | 0.156 | 0.123 |
| Sector | 0.000 | 0.000 | 0.125 | 0.055 | 0.051 | 0.420 | 0.024 | 0.020 | 0.000 | 0.021 | 0.041 | 0.032 | 1.000 | 0.038 | 0.000 | 0.016 |
| Total assets | 0.206 | 0.285 | 0.155 | 0.000 | 0.245 | 0.075 | 0.714 | 0.206 | 0.292 | 0.216 | 0.190 | 0.220 | 0.038 | 1.000 | 0.771 | 0.780 |
| Volume 1 month | 0.281 | 0.228 | 0.243 | 0.000 | 0.122 | 0.000 | 0.604 | 0.083 | 0.249 | 0.270 | 0.087 | 0.156 | 0.000 | 0.771 | 1.000 | 0.942 |
| Volume 52 weeks | 0.228 | 0.169 | 0.266 | 0.000 | 0.079 | 0.000 | 0.569 | 0.051 | 0.189 | 0.208 | 0.045 | 0.123 | 0.016 | 0.780 | 0.942 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Symbol | Company Name | Price | Market Cap (in M) | Beta | Volume 52 weeks | Volume 1 month | 52 Weeks High | 52 Weeks Low | Exchange | Performance (52 weeks) | Country | Résultat net | Sector | Industry | Price 52 Weeks Ago | Currency | Total assets | EPS Annual | ROI Annual | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | TRNS | Transcat Inc | 116.2900 | 1051.552692 | 0.931989 | 50909.837945 | 72982.875000 | 147.115 | 84.4500 | NASDAQ | 0.211360 | US | 15106000.0 | Industrials | Industrial Distribution | 96.050003 | USD | 2.553100e+07 | 1.6340 | 5.95 |
| 1 | ACRV | Acrivon Therapeutics Inc | 7.1800 | 217.991134 | 0.711853 | 234007.616601 | 74267.791667 | 12.850 | 3.1900 | NASDAQ | -0.381850 | US | -64118000.0 | Healthcare | Biotechnology | 11.600000 | USD | 1.320950e+08 | -2.7352 | -49.83 |
| 2 | COLM | Columbia Sportswear Co | 81.8350 | 4781.357487 | 0.628373 | 461903.913043 | 556895.416667 | 87.230 | 66.0100 | NASDAQ | 0.098148 | US | 227407008.0 | Consumer Cyclical | Apparel Manufacturing | 74.540024 | USD | 1.250472e+09 | 4.0929 | 12.97 |
| 3 | MOVE | Movano Inc | 0.3714 | 36.525224 | 1.216491 | 151308.146245 | 248723.375000 | 1.400 | 0.2660 | NASDAQ | -0.715289 | US | -27907000.0 | Healthcare | Medical Devices | 1.300000 | USD | 3.505800e+07 | -0.6339 | -837.14 |
| 4 | HCKT | Hackett Group Inc | 25.5550 | 711.356492 | 0.404137 | 97656.142292 | 127029.333333 | 27.680 | 20.2300 | NASDAQ | 0.090217 | US | 34749000.0 | Technology | Information Technology Services | 23.445827 | USD | 5.962300e+07 | 1.2357 | 27.81 |
| 5 | HCWB | HCW Biologics Inc | 0.5980 | 22.315802 | -0.017082 | 15476.458498 | 7464.333333 | 2.170 | 0.5710 | NASDAQ | -0.707849 | US | -27391652.0 | Healthcare | Biotechnology | 2.040000 | USD | 4.048037e+07 | -0.6956 | -126.45 |
| 6 | MEIP | MEI Pharma Inc | 3.3900 | 22.786971 | -1.265005 | 52806.442688 | 239755.416667 | 7.840 | 2.7293 | NASDAQ | -0.375572 | US | 26155000.0 | Healthcare | Biotechnology | 5.421965 | USD | 3.602900e+07 | -4.7808 | -129.43 |
| 7 | LFUS | Littelfuse Inc | 241.9500 | 5987.858721 | 1.125715 | 118391.739130 | 100371.250000 | 275.450 | 212.8000 | NASDAQ | -0.060917 | US | 194587008.0 | Technology | Electronic Components | 257.600555 | USD | 5.715050e+08 | 10.3372 | 7.74 |
| 8 | ITRI | Itron Inc | 97.6600 | 4423.665057 | 1.489375 | 448229.138340 | 737998.833333 | 112.780 | 56.1300 | NASDAQ | 0.392232 | US | 187596992.0 | Technology | Scientific & Technical Instruments | 70.209999 | USD | 8.822170e+08 | 2.1146 | 5.49 |
| 9 | AOSL | Alpha and Omega Semiconductor Ltd | 34.9700 | 1036.466008 | 1.833859 | 202726.280632 | 512560.375000 | 47.450 | 19.3800 | NASDAQ | 0.019588 | US | -11081000.0 | Technology | Semiconductors | 34.299999 | USD | 2.058550e+08 | 0.4203 | 1.32 |
| Symbol | Company Name | Price | Market Cap (in M) | Beta | Volume 52 weeks | Volume 1 month | 52 Weeks High | 52 Weeks Low | Exchange | Performance (52 weeks) | Country | Résultat net | Sector | Industry | Price 52 Weeks Ago | Currency | Total assets | EPS Annual | ROI Annual | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 4474 | BOX | Box Inc | 27.51 | 4002.369571 | 0.410347 | 1.836657e+06 | 1.355296e+06 | 30.97 | 23.5650 | NYSE | -0.094119 | US | 1.070040e+08 | Technology | Software - Infrastructure | 30.360001 | USD | 144976992.0 | 0.8684 | 29.88 |
| 4475 | NSC | Norfolk Southern Corp | 239.62 | 54177.227612 | 0.800947 | 1.256250e+06 | 1.239665e+06 | 263.66 | 183.0900 | NYSE | 0.137450 | US | 1.791000e+09 | Industrials | Railroads | 210.738556 | USD | 226096000.0 | 8.0343 | 6.10 |
| 4476 | CPA | Copa Holdings SA | 88.12 | 3673.457144 | 1.182349 | 3.297429e+05 | 3.127565e+05 | 114.00 | 78.1200 | NYSE | -0.051162 | PA | 6.713850e+08 | Industrials | Airlines | 92.858147 | USD | 30748900.0 | 12.7796 | 13.29 |
| 4477 | GPOR | Gulfport Energy Corp | 138.14 | 2501.311709 | 0.988221 | 2.022063e+05 | 2.470174e+05 | 165.13 | 108.8400 | NYSE | 0.212501 | US | 7.523250e+08 | Energy | Oil & Gas E&P | 113.989998 | USD | 18107100.0 | 77.8180 | 51.19 |
| 4478 | BA | Boeing Co | 167.91 | 103460.627412 | 1.149939 | 7.051050e+06 | 6.611630e+06 | 267.54 | 159.7000 | NYSE | -0.288335 | US | -3.441000e+09 | Industrials | Aerospace & Defense | 235.720001 | USD | 616166976.0 | -3.6679 | 73.73 |
| 4479 | IVZ | Invesco Ltd | 16.16 | 7272.524128 | 1.201363 | 4.633188e+06 | 4.554791e+06 | 18.28 | 12.4800 | NYSE | 0.027753 | US | -3.372000e+08 | Financial Services | Asset Management | 15.724797 | USD | 450032000.0 | -0.2131 | -0.42 |
| 4480 | FBP | First BanCorp | 19.74 | 3285.271025 | 0.928211 | 1.117185e+06 | 1.213457e+06 | 22.12 | 12.7150 | NYSE | 0.347341 | PR | 3.108070e+08 | Financial Services | Banks - Regional | 14.663054 | USD | 163864992.0 | 1.7094 | 18.25 |
| 4481 | SNDA | Sonida Senior Living Inc | 29.36 | 418.113320 | 0.884568 | 1.800198e+04 | 2.690000e+04 | 34.26 | 6.8900 | NYSE | 1.992714 | US | -2.302900e+07 | Healthcare | Medical Care Facilities | 9.840000 | USD | 14240900.0 | -3.1104 | -3.80 |
| 4482 | COHR | Coherent Corp | 63.34 | 9656.880542 | 3.423148 | 2.326590e+06 | 2.209304e+06 | 80.91 | 28.4700 | NYSE | 0.403250 | US | -4.145670e+08 | Technology | Scientific & Technical Instruments | 45.180000 | USD | 152460992.0 | -1.8859 | -2.24 |
| 4483 | TWLO | Twilio Inc | 60.41 | 9701.836400 | 1.528249 | 2.782786e+06 | 2.422213e+06 | 78.16 | 49.8561 | NYSE | -0.024610 | US | -5.943220e+08 | Technology | Software - Infrastructure | 61.930000 | USD | 160600000.0 | -5.5389 | -9.46 |